Edouard Pineau

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 8

Top Topics

Graph Classification

Feature Representations

Autoregressive Model

Top Venues

AALTD@PKDD/ECML

Publications

Edouard Pineau, Sébastien Razakarivony, Mauricio Gonzalez, Anthony Schrapffer
Universal hidden monotonic trend estimation with contrastive learning. CoRR (2022)
Edouard Pineau, Sébastien Razakarivony, Thomas Bonald
Unsupervised ageing detection of mechanical systems on a causality graph. ICMLA (2020)
Edouard Pineau, Sébastien Razakarivony, Thomas Bonald
Time Series Source Separation with Slow Flows. CoRR (2020)
Edouard Pineau
Using Laplacian Spectrum as Graph Feature Representation. CoRR (2019)
Edouard Pineau, Nathan de Lara
Graph Classification with Recurrent Variational Neural Networks. CoRR (2019)
Edouard Pineau, Sébastien Razakarivony, Thomas Bonald
Seq2VAR: Multivariate Time Series Representation with Relational Neural Networks and Linear Autoregressive Model. AALTD@PKDD/ECML (2019)
Edouard Pineau, Marc Lelarge
InfoCatVAE: Representation Learning with Categorical Variational Autoencoders. CoRR (2018)
Nathan de Lara, Edouard Pineau
A Simple Baseline Algorithm for Graph Classification. CoRR (2018)